Concept Drift-Based Checkpoint-Restart for Edge Services Rejuvenation.
Lei WangJiyuan LiuQiang HePublished in: IEEE Trans. Serv. Comput. (2023)
Keyphrases
- concept drift
- data streams
- drifting concepts
- streaming data
- drift detection
- change detection
- target concept
- data stream mining
- non stationary
- classification algorithm
- data distribution
- incremental clustering
- data stream classification
- evolving data streams
- resource utilization
- batch learning
- concept descriptions
- neural network
- nearest neighbor
- pattern recognition
- sliding window
- face recognition